Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700008579

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 9 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.203

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700008906

distance 0.203

#2 · Beedcell 4700008867

distance 0.288

#3 · Beedcell 4700005139

distance 0.291

#4 · Ahmednagarcell 4660006932

distance 0.308 · cross-district

#5 · Beedcell 4700007609

distance 0.31

#6 · Dharashivcell 4880003985

distance 0.31 · cross-district

#7 · Beedcell 4700007216

distance 0.31

#8 · Jalgaoncell 4780008804

distance 0.311 · cross-district

#9 · Parbhanicell 4890000693

distance 0.318 · cross-district

#10 · Yavatmalcell 5000001625

distance 0.323 · cross-district

#11 · Dharashivcell 4880005744

distance 0.327 · cross-district

#12 · Beedcell 4700008991

distance 0.328

#13 · Buldhanacell 4720000829

distance 0.329 · cross-district

#14 · Nandedcell 4850000619

distance 0.33 · cross-district

#15 · Beedcell 4700008432

distance 0.33

#16 · Laturcell 4810001342

distance 0.33 · cross-district

#17 · Nandedcell 4850006700

distance 0.333 · cross-district

#18 · Ahmednagarcell 4660001392

distance 0.333 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700008579}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.